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What’s inside Genspark? A new vibe working approach that ditches rigid workflows for autonomous agents


Genspark's autonomous AI agents prove that less control beats rigid workflows, forcing enterprise AI leaders to rethink how they architect intelligent systems.

>> See all our Transform 2025 coverage here<< According to Zhu, a foundational premise for enabling a vibe working era is letting go of some rigid rules that have defined enterprise workflows for generations. During a live demonstration, he showed the system autonomously researching conference speakers, creating presentations, making phone calls and analyzing marketing data. The system uses LLM judges to evaluate every agent session and attributes rewards to each step, feeding this data back through reinforcement learning and prompt playbooks for continuous improvement.

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